{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "ca46f4b5",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-01-15T05:48:27.439134Z",
     "start_time": "2024-01-15T05:48:25.512432Z"
    }
   },
   "outputs": [],
   "source": [
    "import os\n",
    "os.environ[\"KMP_DUPLICATE_LIB_OK\"]=\"TRUE\"\n",
    "import deepquantum as dq\n",
    "import numpy as np\n",
    "import torch"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "27bbbe16",
   "metadata": {},
   "source": [
    "# quantum u gate map"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ded9d19f",
   "metadata": {},
   "source": [
    " Use `UnitaryMapper` for mapping the quantum gate to photonic quantum circuit. \\\n",
    " nmode: 2*n_qubits + 2 \\\n",
    " auxiliary modes: [0,0] or [1,0] in the last 2modes \\\n",
    "succcess probability: preferred 1/3 for 2qubtis, 1/4 for 3 qubits "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "84b1d610",
   "metadata": {},
   "source": [
    "## map the quantum gate"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "24f0d779",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-01-15T05:48:30.656639Z",
     "start_time": "2024-01-15T05:48:30.648030Z"
    }
   },
   "outputs": [],
   "source": [
    "swap = np.array([[1,0,0,0],\n",
    "                 [0,0,1,0],\n",
    "                 [0,1,0,0],\n",
    "                 [0,0,0,1]])\n",
    "iswap = np.array([[1,0,0,0],\n",
    "                  [0,0,1j,0],\n",
    "                  [0,1j,0,0],\n",
    "                  [0,0,0,1]])\n",
    "cnot = np.array([[1,0,0,0],\n",
    "                 [0,1,0,0],\n",
    "                 [0,0,0,1],\n",
    "                 [0,0,1,0]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "8b0a928e",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-01-15T05:48:32.456953Z",
     "start_time": "2024-01-15T05:48:32.440889Z"
    }
   },
   "outputs": [],
   "source": [
    "nqubit = 2\n",
    "nmode = 6\n",
    "ugate = cnot\n",
    "aux = [0,0]\n",
    "aux_pos = [4,5]\n",
    "success = 1/3\n",
    "umap = dq.UnitaryMapper(nqubit=nqubit, nmode=nmode, ugate=ugate, success=success, aux=aux, aux_pos=aux_pos)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "869aad66",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-01-15T05:48:41.970564Z",
     "start_time": "2024-01-15T05:48:39.080554Z"
    },
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "True 1.4779295427508198e-09\n",
      "True 0.27469634688360817ss: 1\n",
      "True 1.0282778437182488e-09 1\n",
      "True 0.34516264087306975ss: 2\n",
      "True 0.27469475287120915ss: 2\n",
      "True 5.633155833828364e-10: 2\n",
      "True 0.3452010600217431ess: 3\n",
      "True 0.2747230767059939ess: 3\n",
      "True 0.34513798278447816ss: 3\n",
      "True 0.3451335740606493ess: 3\n",
      "total: 0 trials: 10 success: 3\r"
     ]
    }
   ],
   "source": [
    "umap.ugate = cnot\n",
    "umap.success = 1/3\n",
    "Re3 = umap.solve_eqs_real(total_trials=1, trials=10, precision=1e-5) # for real solution"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "ac5c373c",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-01-15T05:48:45.137974Z",
     "start_time": "2024-01-15T05:48:44.376637Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 800x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 800x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "## check result\n",
    "result = (Re3[0][0][0])\n",
    "transfer_mat = umap.get_transfer_mat(result)\n",
    "umap.plot_u(transfer_mat, vmin=-1)\n",
    "# np.save(\"cnot_test.npy\", re) # save the first result"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6ac5523c",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2023-12-18T02:28:46.664222Z",
     "start_time": "2023-12-18T02:28:46.661118Z"
    }
   },
   "source": [
    "## check results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "67dad123",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-01-15T05:48:48.936929Z",
     "start_time": "2024-01-15T05:48:48.920662Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg baseProfile=\"full\" height=\"5.454545454545454cm\" version=\"1.1\" width=\"3.9cm\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:ev=\"http://www.w3.org/2001/xml-events\" xmlns:xlink=\"http://www.w3.org/1999/xlink\"><defs /><polyline fill=\"none\" points=\"40,30 60,30\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"110,30 130,30\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"40,60 60,60\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"110,60 130,60\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"40,90 60,90\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"110,90 130,90\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"40,120 60,120\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"110,120 130,120\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"40,150 60,150\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"110,150 130,150\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"40,180 60,180\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"110,180 130,180\" stroke=\"black\" stroke-width=\"2\" /><rect fill=\"none\" height=\"170\" rx=\"0\" ry=\"0\" stroke=\"black\" stroke-width=\"2\" width=\"50\" x=\"60\" y=\"20\" /><text font-size=\"10\" x=\"81\" y=\"105.0\">U</text><text font-size=\"12\" x=\"25\" y=\"30\">0</text><text font-size=\"12\" x=\"25\" y=\"60\">1</text><text font-size=\"12\" x=\"25\" y=\"90\">2</text><text font-size=\"12\" x=\"25\" y=\"120\">3</text><text font-size=\"12\" x=\"25\" y=\"150\">4</text><text font-size=\"12\" x=\"25\" y=\"180\">5</text></svg>"
      ],
      "text/plain": [
       "<svgwrite.drawing.Drawing at 0x2433603c750>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cnot_test = result\n",
    "init_state = [1,0,1,0,0,0]\n",
    "test_circuit = dq.QumodeCircuit(nmode=6, init_state=init_state, basis=True)\n",
    "test_circuit.any(cnot_test, list(range(6)))\n",
    "test_circuit.draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "8abf0f2b",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-01-15T05:48:53.231737Z",
     "start_time": "2024-01-15T05:48:53.209101Z"
    }
   },
   "outputs": [],
   "source": [
    "re = test_circuit(state=[1,0,0,1,0,0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "a83102ce",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-01-15T05:48:53.819229Z",
     "start_time": "2024-01-15T05:48:53.798689Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{|000110>: tensor([-0.4325+0.j]),\n",
       " |010010>: tensor([0.4325+0.j]),\n",
       " |100100>: tensor([0.3333+0.j]),\n",
       " |110000>: tensor([-0.3333+0.j]),\n",
       " |000011>: tensor([-0.3222+0.j]),\n",
       " |100001>: tensor([0.3058+0.j]),\n",
       " |000002>: tensor([-0.2433+0.j]),\n",
       " |000020>: tensor([0.2433+0.j]),\n",
       " |000101>: tensor([-0.1875+0.j]),\n",
       " |010001>: tensor([0.1875+0.j]),\n",
       " |100010>: tensor([-0.1326+0.j]),\n",
       " |020000>: tensor([3.7649e-12+0.j]),\n",
       " |000200>: tensor([-2.8237e-12+0.j]),\n",
       " |001100>: tensor([-1.9966e-12+0.j]),\n",
       " |011000>: tensor([1.9966e-12+0.j]),\n",
       " |001001>: tensor([-1.8319e-12+0.j]),\n",
       " |200000>: tensor([9.4123e-13+0.j]),\n",
       " |001010>: tensor([7.9422e-13+0.j]),\n",
       " |010100>: tensor([-6.6555e-13+0.j]),\n",
       " |101000>: tensor([-3.5454e-22+0.j]),\n",
       " |002000>: tensor([2.9695e-33+0.j])}"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "re"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "65d769b3",
   "metadata": {},
   "source": [
    "# decompose clements"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1601b271",
   "metadata": {},
   "source": [
    " decomposing the optical qunatum circuit(unitary matrix) to clements structure"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d85f903f",
   "metadata": {},
   "source": [
    "## 6x6 case"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "d513f4c5",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-01-15T05:49:03.552944Z",
     "start_time": "2024-01-15T05:49:03.542691Z"
    }
   },
   "outputs": [],
   "source": [
    "u6x6 = np.array([[1, 0, 1, -1, 0, 0],\n",
    "                 [0, 1, 0 ,0,  0, np.sqrt(2)],\n",
    "                 [1,  0, 0, 1, 1, 0],\n",
    "                 [-1, 0, 1, 0, 1, 0],\n",
    "                 [0,  0, 1, 1, -1,0],\n",
    "                 [0, np.sqrt(2), 0,0,0,-1]])/np.sqrt(3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "8ec22290",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-01-15T06:04:47.730278Z",
     "start_time": "2024-01-15T06:04:47.718656Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "defaultdict(list,\n",
       "            {(0, 1): [[3.141592653589793, 3.141592653589793],\n",
       "              [0.7853981633974482, 1.2309594173407747],\n",
       "              [6.097165627176525, 3.141592653589793]],\n",
       "             (2, 3): [[3.141592653589793, 1.5707963267948966],\n",
       "              [3.6193207356284853, 0.3627244299626541],\n",
       "              [3.9526537786734766, 0.44548820174171067]],\n",
       "             (1, 2): [[6.079218000513128, 4.3156358116060117e-48],\n",
       "              [4.258303107794118, 1.5194704034224278],\n",
       "              [2.6046015527494344, 0.45697074218573075]],\n",
       "             (4, 5): [[0.49166900912370315, 2.506136133446219],\n",
       "              [4.1208999449406685, 0.362724429962654],\n",
       "              [1.4709763004745784, 1.919244586547647e-32]],\n",
       "             (3, 4): [[4.100931566039158, 1.1829780708880424],\n",
       "              [0.9793072913508754, 1.1829780708880426],\n",
       "              [0.7565631904800192, 3.141592653589793]],\n",
       "             (5, 6): []})"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ud = dq.UnitaryDecomposer(u6x6)\n",
    "mzi_info = ud.decomp()\n",
    "mzi_info[1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "867b7ad1",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-01-15T05:49:18.805071Z",
     "start_time": "2024-01-15T05:49:18.376265Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 2400x1500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "p_mzi = dq.DrawClements(6,mzi_info[0])\n",
    "p_mzi.plotting_clements()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e5c072ee",
   "metadata": {},
   "source": [
    "## 8x8 case"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "c8ad3faa",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-01-15T05:49:34.949516Z",
     "start_time": "2024-01-15T05:49:34.936844Z"
    }
   },
   "outputs": [],
   "source": [
    "u8x8 = np.eye(8,8)\n",
    "ud = dq.UnitaryDecomposer(u8x8)\n",
    "mzi_info = ud.decomp()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "abe94e26",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-01-15T05:49:47.923479Z",
     "start_time": "2024-01-15T05:49:47.368258Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 2400x1500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "p_mzi = dq.DrawClements(8,mzi_info[0])\n",
    "p_mzi.plotting_clements()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "1962412d",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-01-15T05:49:51.283812Z",
     "start_time": "2024-01-15T05:49:51.272599Z"
    },
    "collapsed": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{(0, 0): 3.1416,\n",
       " (0, 1): 0.9273,\n",
       " (0, 2): 2.1616,\n",
       " (0, 3): 0.7752,\n",
       " (0, 4): 4.3217,\n",
       " (0, 5): 0.8798,\n",
       " (0, 6): 1.9594,\n",
       " (0, 7): 1.0247,\n",
       " (0, 8): 5.4951,\n",
       " (1, 0): 0.0752,\n",
       " (1, 1): 1.7908,\n",
       " (1, 2): 1.1645,\n",
       " (1, 3): 2.5852,\n",
       " (1, 4): 5.3348,\n",
       " (1, 5): 1.7785,\n",
       " (1, 6): 0.1508,\n",
       " (1, 7): 2.5681,\n",
       " (1, 8): 5.9047,\n",
       " (2, 0): 2.3782,\n",
       " (2, 1): 0.6377,\n",
       " (2, 2): 1.2455,\n",
       " (2, 3): 0.6841,\n",
       " (2, 4): 2.3566,\n",
       " (2, 5): 0.5719,\n",
       " (2, 6): 5.8933,\n",
       " (2, 7): 0.5361,\n",
       " (2, 8): 1.3179,\n",
       " (3, 0): 2.5703,\n",
       " (3, 1): 3.1416,\n",
       " (3, 2): 5.5034,\n",
       " (3, 3): 3.1416,\n",
       " (3, 4): 3.2802,\n",
       " (3, 5): 3.1416,\n",
       " (3, 6): 5.3868,\n",
       " (3, 7): 3.1416,\n",
       " (3, 8): 0.997,\n",
       " (4, 0): 2.4963,\n",
       " (4, 1): 3.1416,\n",
       " (4, 2): 0.9728,\n",
       " (4, 3): 3.1416,\n",
       " (4, 4): 1.5785,\n",
       " (4, 5): 3.1416,\n",
       " (4, 6): 0.0168,\n",
       " (4, 7): 3.1416,\n",
       " (4, 8): 1.2189,\n",
       " (5, 0): 1.1413,\n",
       " (5, 1): 0.3674,\n",
       " (5, 2): 5.4773,\n",
       " (5, 3): 2.3519,\n",
       " (5, 4): 4.7874,\n",
       " (5, 5): 1.5155,\n",
       " (5, 6): 3.9526,\n",
       " (5, 7): 0.9273,\n",
       " (5, 8): 4.6401,\n",
       " (6, 0): 5.9447,\n",
       " (6, 1): 1.4337,\n",
       " (6, 2): 5.616,\n",
       " (6, 3): 0.736,\n",
       " (6, 4): 4.7445,\n",
       " (6, 5): 1.569,\n",
       " (6, 6): 4.4872,\n",
       " (6, 7): 1.1817,\n",
       " (6, 8): 6.2109,\n",
       " (7, 0): 5.7472}"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "p_mzi.ps_position"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c8364d84",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-01-15T06:07:24.221728Z",
     "start_time": "2024-01-15T06:07:24.217103Z"
    }
   },
   "source": [
    "## Clements in ansatz"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "c040e125",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-01-15T06:07:35.849628Z",
     "start_time": "2024-01-15T06:07:35.830750Z"
    }
   },
   "outputs": [],
   "source": [
    "clements = dq.Clements(nmode=6, init_state=[1,0,1,0,0,0], cutoff=3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "f37326d2",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-01-15T06:08:33.353447Z",
     "start_time": "2024-01-15T06:08:33.336936Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg baseProfile=\"full\" height=\"5.454545454545454cm\" version=\"1.1\" width=\"20.1cm\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:ev=\"http://www.w3.org/2001/xml-events\" xmlns:xlink=\"http://www.w3.org/1999/xlink\"><defs /><polyline fill=\"none\" points=\"40,30 70,30 100,60 130,60\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"40,60 70,60 100,30 130,30\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"68\" y=\"25\">MZI-PT</text><text font-size=\"7\" x=\"95\" y=\"44\">θ =3.814</text><text font-size=\"7\" x=\"95\" y=\"50\">ϕ =3.327</text><polyline fill=\"none\" points=\"40,90 70,90 100,120 130,120\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"40,120 70,120 100,90 130,90\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"68\" y=\"85\">MZI-PT</text><text font-size=\"7\" x=\"95\" y=\"104\">θ =0.867</text><text font-size=\"7\" x=\"95\" y=\"110\">ϕ =2.226</text><polyline fill=\"none\" points=\"40,150 70,150 100,180 130,180\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"40,180 70,180 100,150 130,150\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"68\" y=\"145\">MZI-PT</text><text font-size=\"7\" x=\"95\" y=\"164\">θ =1.786</text><text font-size=\"7\" x=\"95\" y=\"170\">ϕ =4.155</text><polyline fill=\"none\" points=\"130,60 160,60 190,90 220,90\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"130,90 160,90 190,60 220,60\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"158\" y=\"55\">MZI-PT</text><text font-size=\"7\" x=\"185\" y=\"74\">θ =3.176</text><text font-size=\"7\" x=\"185\" y=\"80\">ϕ =3.077</text><polyline fill=\"none\" points=\"130,120 160,120 190,150 220,150\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"130,150 160,150 190,120 220,120\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"158\" y=\"115\">MZI-PT</text><text font-size=\"7\" x=\"185\" y=\"134\">θ =3.825</text><text font-size=\"7\" x=\"185\" y=\"140\">ϕ =5.354</text><polyline fill=\"none\" points=\"220,30 250,30 280,60 310,60\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"220,60 250,60 280,30 310,30\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"248\" y=\"25\">MZI-PT</text><text font-size=\"7\" x=\"275\" y=\"44\">θ =0.068</text><text font-size=\"7\" x=\"275\" y=\"50\">ϕ =0.591</text><polyline fill=\"none\" points=\"220,90 250,90 280,120 310,120\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"220,120 250,120 280,90 310,90\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"248\" y=\"85\">MZI-PT</text><text font-size=\"7\" x=\"275\" y=\"104\">θ =2.488</text><text font-size=\"7\" x=\"275\" y=\"110\">ϕ =3.652</text><polyline fill=\"none\" points=\"220,150 250,150 280,180 310,180\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"220,180 250,180 280,150 310,150\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"248\" y=\"145\">MZI-PT</text><text font-size=\"7\" x=\"275\" y=\"164\">θ =0.462</text><text font-size=\"7\" x=\"275\" y=\"170\">ϕ =0.154</text><polyline fill=\"none\" points=\"310,60 340,60 370,90 400,90\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"310,90 340,90 370,60 400,60\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"338\" y=\"55\">MZI-PT</text><text font-size=\"7\" x=\"365\" y=\"74\">θ =2.602</text><text font-size=\"7\" x=\"365\" y=\"80\">ϕ =2.884</text><polyline fill=\"none\" points=\"310,120 340,120 370,150 400,150\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"310,150 340,150 370,120 400,120\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"338\" y=\"115\">MZI-PT</text><text font-size=\"7\" x=\"365\" y=\"134\">θ =3.763</text><text font-size=\"7\" x=\"365\" y=\"140\">ϕ =3.256</text><polyline fill=\"none\" points=\"400,30 430,30 460,60 490,60\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"400,60 430,60 460,30 490,30\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"428\" y=\"25\">MZI-PT</text><text font-size=\"7\" x=\"455\" y=\"44\">θ =3.694</text><text font-size=\"7\" x=\"455\" y=\"50\">ϕ =5.48</text><polyline fill=\"none\" points=\"400,90 430,90 460,120 490,120\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"400,120 430,120 460,90 490,90\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"428\" y=\"85\">MZI-PT</text><text font-size=\"7\" x=\"455\" y=\"104\">θ =5.368</text><text font-size=\"7\" x=\"455\" y=\"110\">ϕ =6.133</text><polyline fill=\"none\" points=\"400,150 430,150 460,180 490,180\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"400,180 430,180 460,150 490,150\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"428\" y=\"145\">MZI-PT</text><text font-size=\"7\" x=\"455\" y=\"164\">θ =4.012</text><text font-size=\"7\" x=\"455\" y=\"170\">ϕ =4.636</text><polyline fill=\"none\" points=\"490,60 520,60 550,90 580,90\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"490,90 520,90 550,60 580,60\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"518\" y=\"55\">MZI-PT</text><text font-size=\"7\" x=\"545\" y=\"74\">θ =2.85</text><text font-size=\"7\" x=\"545\" y=\"80\">ϕ =4.23</text><polyline fill=\"none\" points=\"490,120 520,120 550,150 580,150\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"490,150 520,150 550,120 580,120\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"518\" y=\"115\">MZI-PT</text><text font-size=\"7\" x=\"545\" y=\"134\">θ =3.359</text><text font-size=\"7\" x=\"545\" y=\"140\">ϕ =2.056</text><polyline fill=\"none\" points=\"490,30 580,30\" stroke=\"black\" stroke-width=\"2\" /><rect fill=\"none\" height=\"12\" rx=\"0\" ry=\"0\" stroke=\"black\" stroke-width=\"1.5\" width=\"6\" x=\"532.5\" y=\"25\" /><text font-size=\"9\" x=\"530\" y=\"20\">PS</text><text font-size=\"7\" x=\"545\" y=\"20\">θ =2.643</text><polyline fill=\"none\" points=\"580,60 670,60\" stroke=\"black\" stroke-width=\"2\" /><rect fill=\"none\" height=\"12\" rx=\"0\" ry=\"0\" stroke=\"black\" stroke-width=\"1.5\" width=\"6\" x=\"622.5\" y=\"55\" /><text font-size=\"9\" x=\"620\" y=\"50\">PS</text><text font-size=\"7\" x=\"635\" y=\"50\">θ =3.978</text><polyline fill=\"none\" points=\"580,90 670,90\" stroke=\"black\" stroke-width=\"2\" /><rect fill=\"none\" height=\"12\" rx=\"0\" ry=\"0\" stroke=\"black\" stroke-width=\"1.5\" width=\"6\" x=\"622.5\" y=\"85\" /><text font-size=\"9\" x=\"620\" y=\"80\">PS</text><text font-size=\"7\" x=\"635\" y=\"80\">θ =4.6</text><polyline fill=\"none\" points=\"580,120 670,120\" stroke=\"black\" stroke-width=\"2\" /><rect fill=\"none\" height=\"12\" rx=\"0\" ry=\"0\" stroke=\"black\" stroke-width=\"1.5\" width=\"6\" x=\"622.5\" y=\"115\" /><text font-size=\"9\" x=\"620\" y=\"110\">PS</text><text font-size=\"7\" x=\"635\" y=\"110\">θ =3.878</text><polyline fill=\"none\" points=\"580,150 670,150\" stroke=\"black\" stroke-width=\"2\" /><rect fill=\"none\" height=\"12\" rx=\"0\" ry=\"0\" stroke=\"black\" stroke-width=\"1.5\" width=\"6\" x=\"622.5\" y=\"145\" /><text font-size=\"9\" x=\"620\" y=\"140\">PS</text><text font-size=\"7\" x=\"635\" y=\"140\">θ =3.311</text><polyline fill=\"none\" points=\"490,180 580,180\" stroke=\"black\" stroke-width=\"2\" /><rect fill=\"none\" height=\"12\" rx=\"0\" ry=\"0\" stroke=\"black\" stroke-width=\"1.5\" width=\"6\" x=\"532.5\" y=\"175\" /><text font-size=\"9\" x=\"530\" y=\"170\">PS</text><text font-size=\"7\" x=\"545\" y=\"170\">θ =3.605</text><polyline fill=\"none\" points=\"130,30 220,30\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"130,180 220,180\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"310,30 400,30\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"310,180 400,180\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"580,30 670,30\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"580,180 670,180\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"12\" x=\"25\" y=\"30\">0</text><text font-size=\"12\" x=\"25\" y=\"60\">1</text><text font-size=\"12\" x=\"25\" y=\"90\">2</text><text font-size=\"12\" x=\"25\" y=\"120\">3</text><text font-size=\"12\" x=\"25\" y=\"150\">4</text><text font-size=\"12\" x=\"25\" y=\"180\">5</text></svg>"
      ],
      "text/plain": [
       "<svgwrite.drawing.Drawing at 0x243367fe950>"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "clements.draw()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "7e4e0c32",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-01-15T06:22:05.503163Z",
     "start_time": "2024-01-15T06:22:05.449846Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{|200000>: tensor([[0.4714+2.8422e-05j]]),\n",
       " |000200>: tensor([[-0.4714-0.0001j]]),\n",
       " |001100>: tensor([[0.3333+8.1145e-05j]]),\n",
       " |100010>: tensor([[0.3333+9.5837e-06j]]),\n",
       " |001010>: tensor([[0.3333+3.1935e-05j]]),\n",
       " |000110>: tensor([[-0.3333-4.8247e-05j]]),\n",
       " |101000>: tensor([[0.3333+3.2762e-05j]]),\n",
       " |100100>: tensor([[2.7984e-05-9.6507e-06j]]),\n",
       " |002000>: tensor([[-1.0986e-05-1.3698e-05j]]),\n",
       " |110000>: tensor([[9.8662e-06+5.6045e-06j]]),\n",
       " |011000>: tensor([[4.5295e-06+6.4178e-06j]]),\n",
       " |010100>: tensor([[8.0697e-07-7.2308e-06j]]),\n",
       " |010010>: tensor([[5.3360e-06-8.1349e-07j]]),\n",
       " |100001>: tensor([[-1.8257e-06+2.2112e-07j]]),\n",
       " |000011>: tensor([[-1.7065e-06-4.4281e-12j]]),\n",
       " |000020>: tensor([[-1.7064e-06-2.5943e-10j]]),\n",
       " |000101>: tensor([[-1.5872e-06-2.2136e-07j]]),\n",
       " |001001>: tensor([[-1.1923e-07+2.2122e-07j]]),\n",
       " |020000>: tensor([[1.2471e-10+1.2965e-10j]]),\n",
       " |010001>: tensor([[-2.4562e-11-2.9022e-11j]]),\n",
       " |000002>: tensor([[8.6335e-13-1.6013e-12j]])}"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = clements.dict2data(mzi_info[2]) # encoding the 6x6 data\n",
    "re = clements(data=data)\n",
    "re"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "acd7119d",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2024-01-15T06:22:06.299100Z",
     "start_time": "2024-01-15T06:22:06.279000Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<svg baseProfile=\"full\" height=\"5.454545454545454cm\" version=\"1.1\" width=\"20.1cm\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:ev=\"http://www.w3.org/2001/xml-events\" xmlns:xlink=\"http://www.w3.org/1999/xlink\"><defs /><polyline fill=\"none\" points=\"40,30 70,30 100,60 130,60\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"40,60 70,60 100,30 130,30\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"68\" y=\"25\">MZI-PT</text><text font-size=\"7\" x=\"95\" y=\"44\">θ =3.142</text><text font-size=\"7\" x=\"95\" y=\"50\">ϕ =3.142</text><polyline fill=\"none\" points=\"40,90 70,90 100,120 130,120\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"40,120 70,120 100,90 130,90\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"68\" y=\"85\">MZI-PT</text><text font-size=\"7\" x=\"95\" y=\"104\">θ =1.571</text><text font-size=\"7\" x=\"95\" y=\"110\">ϕ =3.142</text><polyline fill=\"none\" points=\"40,150 70,150 100,180 130,180\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"40,180 70,180 100,150 130,150\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"68\" y=\"145\">MZI-PT</text><text font-size=\"7\" x=\"95\" y=\"164\">θ =2.506</text><text font-size=\"7\" x=\"95\" y=\"170\">ϕ =0.492</text><polyline fill=\"none\" points=\"130,60 160,60 190,90 220,90\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"130,90 160,90 190,60 220,60\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"158\" y=\"55\">MZI-PT</text><text font-size=\"7\" x=\"185\" y=\"74\">θ =0.0</text><text font-size=\"7\" x=\"185\" y=\"80\">ϕ =6.079</text><polyline fill=\"none\" points=\"130,120 160,120 190,150 220,150\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"130,150 160,150 190,120 220,120\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"158\" y=\"115\">MZI-PT</text><text font-size=\"7\" x=\"185\" y=\"134\">θ =1.183</text><text font-size=\"7\" x=\"185\" y=\"140\">ϕ =4.101</text><polyline fill=\"none\" points=\"220,30 250,30 280,60 310,60\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"220,60 250,60 280,30 310,30\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"248\" y=\"25\">MZI-PT</text><text font-size=\"7\" x=\"275\" y=\"44\">θ =1.231</text><text font-size=\"7\" x=\"275\" y=\"50\">ϕ =0.785</text><polyline fill=\"none\" points=\"220,90 250,90 280,120 310,120\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"220,120 250,120 280,90 310,90\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"248\" y=\"85\">MZI-PT</text><text font-size=\"7\" x=\"275\" y=\"104\">θ =0.363</text><text font-size=\"7\" x=\"275\" y=\"110\">ϕ =3.619</text><polyline fill=\"none\" points=\"220,150 250,150 280,180 310,180\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"220,180 250,180 280,150 310,150\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"248\" y=\"145\">MZI-PT</text><text font-size=\"7\" x=\"275\" y=\"164\">θ =0.363</text><text font-size=\"7\" x=\"275\" y=\"170\">ϕ =4.121</text><polyline fill=\"none\" points=\"310,60 340,60 370,90 400,90\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"310,90 340,90 370,60 400,60\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"338\" y=\"55\">MZI-PT</text><text font-size=\"7\" x=\"365\" y=\"74\">θ =1.52</text><text font-size=\"7\" x=\"365\" y=\"80\">ϕ =4.258</text><polyline fill=\"none\" points=\"310,120 340,120 370,150 400,150\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"310,150 340,150 370,120 400,120\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"338\" y=\"115\">MZI-PT</text><text font-size=\"7\" x=\"365\" y=\"134\">θ =1.183</text><text font-size=\"7\" x=\"365\" y=\"140\">ϕ =0.979</text><polyline fill=\"none\" points=\"400,30 430,30 460,60 490,60\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"400,60 430,60 460,30 490,30\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"428\" y=\"25\">MZI-PT</text><text font-size=\"7\" x=\"455\" y=\"44\">θ =3.142</text><text font-size=\"7\" x=\"455\" y=\"50\">ϕ =6.097</text><polyline fill=\"none\" points=\"400,90 430,90 460,120 490,120\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"400,120 430,120 460,90 490,90\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"428\" y=\"85\">MZI-PT</text><text font-size=\"7\" x=\"455\" y=\"104\">θ =0.445</text><text font-size=\"7\" x=\"455\" y=\"110\">ϕ =3.953</text><polyline fill=\"none\" points=\"400,150 430,150 460,180 490,180\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"400,180 430,180 460,150 490,150\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"428\" y=\"145\">MZI-PT</text><text font-size=\"7\" x=\"455\" y=\"164\">θ =0.0</text><text font-size=\"7\" x=\"455\" y=\"170\">ϕ =1.471</text><polyline fill=\"none\" points=\"490,60 520,60 550,90 580,90\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"490,90 520,90 550,60 580,60\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"518\" y=\"55\">MZI-PT</text><text font-size=\"7\" x=\"545\" y=\"74\">θ =0.457</text><text font-size=\"7\" x=\"545\" y=\"80\">ϕ =2.605</text><polyline fill=\"none\" points=\"490,120 520,120 550,150 580,150\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"490,150 520,150 550,120 580,120\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"9\" x=\"518\" y=\"115\">MZI-PT</text><text font-size=\"7\" x=\"545\" y=\"134\">θ =3.142</text><text font-size=\"7\" x=\"545\" y=\"140\">ϕ =0.757</text><polyline fill=\"none\" points=\"490,30 580,30\" stroke=\"black\" stroke-width=\"2\" /><rect fill=\"none\" height=\"12\" rx=\"0\" ry=\"0\" stroke=\"black\" stroke-width=\"1.5\" width=\"6\" x=\"532.5\" y=\"25\" /><text font-size=\"9\" x=\"530\" y=\"20\">PS</text><text font-size=\"7\" x=\"545\" y=\"20\">θ =0.356</text><polyline fill=\"none\" points=\"580,60 670,60\" stroke=\"black\" stroke-width=\"2\" /><rect fill=\"none\" height=\"12\" rx=\"0\" ry=\"0\" stroke=\"black\" stroke-width=\"1.5\" width=\"6\" x=\"622.5\" y=\"55\" /><text font-size=\"9\" x=\"620\" y=\"50\">PS</text><text font-size=\"7\" x=\"635\" y=\"50\">θ =5.377</text><polyline fill=\"none\" points=\"580,90 670,90\" stroke=\"black\" stroke-width=\"2\" /><rect fill=\"none\" height=\"12\" rx=\"0\" ry=\"0\" stroke=\"black\" stroke-width=\"1.5\" width=\"6\" x=\"622.5\" y=\"85\" /><text font-size=\"9\" x=\"620\" y=\"80\">PS</text><text font-size=\"7\" x=\"635\" y=\"80\">θ =4.885</text><polyline fill=\"none\" points=\"580,120 670,120\" stroke=\"black\" stroke-width=\"2\" /><rect fill=\"none\" height=\"12\" rx=\"0\" ry=\"0\" stroke=\"black\" stroke-width=\"1.5\" width=\"6\" x=\"622.5\" y=\"115\" /><text font-size=\"9\" x=\"620\" y=\"110\">PS</text><text font-size=\"7\" x=\"635\" y=\"110\">θ =2.786</text><polyline fill=\"none\" points=\"580,150 670,150\" stroke=\"black\" stroke-width=\"2\" /><rect fill=\"none\" height=\"12\" rx=\"0\" ry=\"0\" stroke=\"black\" stroke-width=\"1.5\" width=\"6\" x=\"622.5\" y=\"145\" /><text font-size=\"9\" x=\"620\" y=\"140\">PS</text><text font-size=\"7\" x=\"635\" y=\"140\">θ =5.928</text><polyline fill=\"none\" points=\"490,180 580,180\" stroke=\"black\" stroke-width=\"2\" /><rect fill=\"none\" height=\"12\" rx=\"0\" ry=\"0\" stroke=\"black\" stroke-width=\"1.5\" width=\"6\" x=\"532.5\" y=\"175\" /><text font-size=\"9\" x=\"530\" y=\"170\">PS</text><text font-size=\"7\" x=\"545\" y=\"170\">θ =5.928</text><polyline fill=\"none\" points=\"130,30 220,30\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"130,180 220,180\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"310,30 400,30\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"310,180 400,180\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"580,30 670,30\" stroke=\"black\" stroke-width=\"2\" /><polyline fill=\"none\" points=\"580,180 670,180\" stroke=\"black\" stroke-width=\"2\" /><text font-size=\"12\" x=\"25\" y=\"30\">0</text><text font-size=\"12\" x=\"25\" y=\"60\">1</text><text font-size=\"12\" x=\"25\" y=\"90\">2</text><text font-size=\"12\" x=\"25\" y=\"120\">3</text><text font-size=\"12\" x=\"25\" y=\"150\">4</text><text font-size=\"12\" x=\"25\" y=\"180\">5</text></svg>"
      ],
      "text/plain": [
       "<svgwrite.drawing.Drawing at 0x243372d1150>"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "clements.draw()  # 6x6 CNOT Clements structure parameters"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "dqp",
   "language": "python",
   "name": "dqp"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.3"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {
    "height": "calc(100% - 180px)",
    "left": "10px",
    "top": "150px",
    "width": "165px"
   },
   "toc_section_display": true,
   "toc_window_display": true
  },
  "varInspector": {
   "cols": {
    "lenName": 16,
    "lenType": 16,
    "lenVar": 40
   },
   "kernels_config": {
    "python": {
     "delete_cmd_postfix": "",
     "delete_cmd_prefix": "del ",
     "library": "var_list.py",
     "varRefreshCmd": "print(var_dic_list())"
    },
    "r": {
     "delete_cmd_postfix": ") ",
     "delete_cmd_prefix": "rm(",
     "library": "var_list.r",
     "varRefreshCmd": "cat(var_dic_list()) "
    }
   },
   "types_to_exclude": [
    "module",
    "function",
    "builtin_function_or_method",
    "instance",
    "_Feature"
   ],
   "window_display": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
